Input-Aware Sparse Tensor Storage Format Selection for Optimizing MTTKRP

JOURNAL ARTICLE

Year: 2023 Journal: Computer Vol: 56 (8)Pages: 4-7 Publisher: IEEE Computer Society

DOI: 10.1109/mc.2023.3279447

Abstract

This installment of Computer’s series highlighting the work published in IEEE Computer Society journals comes from IEEE Transactions on Computers.

Keywords:

Computer science Selection (genetic algorithm) Computer engineering Artificial intelligence

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Tensor decomposition and applications

Physical Sciences → Mathematics → Computational Mathematics

Parallel Computing and Optimization Techniques

Physical Sciences → Computer Science → Hardware and Architecture

Algorithms and Data Compression

Physical Sciences → Computer Science → Artificial Intelligence